Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	3333
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	286.6 KiB
Average record size in memory	88.0 B

Variable types

Numeric	8
Categorical	3

Alerts

`DataPlan` is highly overall correlated with `DataUsage` and 1 other fields	High correlation
`DataUsage` is highly overall correlated with `DataPlan` and 1 other fields	High correlation
`DayMins` is highly overall correlated with `MonthlyCharge`	High correlation
`MonthlyCharge` is highly overall correlated with `DataPlan` and 2 other fields	High correlation
`ContractRenewal` is highly imbalanced (54.1%)	Imbalance
`DataUsage` has 1813 (54.4%) zeros	Zeros
`CustServCalls` has 697 (20.9%) zeros	Zeros

Reproduction

Analysis started	2024-12-11 02:46:02.057384
Analysis finished	2024-12-11 02:46:06.938857
Duration	4.88 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

AccountWeeks
Real number (ℝ)

Distinct	212
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101.06481

Minimum	1
Maximum	243
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.2 KiB

Quantile statistics

Minimum	1
5-th percentile	35
Q1	74
median	101
Q3	127
95-th percentile	167
Maximum	243
Range	242
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	39.822106
Coefficient of variation (CV)	0.39402545
Kurtosis	-0.10783598
Mean	101.06481
Median Absolute Deviation (MAD)	27
Skewness	0.096606294
Sum	336849
Variance	1585.8001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	43	1.3%
87	42	1.3%
101	40	1.2%
93	40	1.2%
90	39	1.2%
95	38	1.1%
86	38	1.1%
100	37	1.1%
116	37	1.1%
112	36	1.1%
Other values (202)	2943	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8	0.2%
2	1	< 0.1%
3	5	0.2%
4	1	< 0.1%
5	1	< 0.1%
6	2	0.1%
7	2	0.1%
8	1	< 0.1%
9	3	0.1%
10	3	0.1%

Value	Count	Frequency (%)
243	1	< 0.1%
232	1	< 0.1%
225	2	0.1%
224	2	0.1%
221	1	< 0.1%
217	2	0.1%
215	1	< 0.1%
212	2	0.1%
210	2	0.1%
209	3	0.1%

ContractRenewal
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	26.2 KiB

1	3010
0	323

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3333
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	3010	90.3%
0	323	9.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3010	90.3%
0	323	9.7%

Most occurring characters

Value	Count	Frequency (%)
1	3010	90.3%
0	323	9.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3333	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3010	90.3%
0	323	9.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	3333	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3010	90.3%
0	323	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3333	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3010	90.3%
0	323	9.7%

DataPlan
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	26.2 KiB

0	2411
1	922

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3333
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2411	72.3%
1	922	27.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2411	72.3%
1	922	27.7%

Most occurring characters

Value	Count	Frequency (%)
0	2411	72.3%
1	922	27.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3333	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2411	72.3%
1	922	27.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	3333	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2411	72.3%
1	922	27.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3333	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2411	72.3%
1	922	27.7%

DataUsage
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	174
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.81647465

Minimum	0
Maximum	5.4
Zeros	1813
Zeros (%)	54.4%
Negative	0
Negative (%)	0.0%
Memory size	26.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.78
95-th percentile	3.46
Maximum	5.4
Range	5.4
Interquartile range (IQR)	1.78

Descriptive statistics

Standard deviation	1.272668
Coefficient of variation (CV)	1.5587355
Kurtosis	0.04263016
Mean	0.81647465
Median Absolute Deviation (MAD)	0
Skewness	1.2720573
Sum	2721.31
Variance	1.6196839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1813	54.4%
0.31	41	1.2%
0.21	39	1.2%
0.29	36	1.1%
0.26	34	1.0%
0.33	32	1.0%
0.32	30	0.9%
0.3	29	0.9%
0.28	29	0.9%
0.27	27	0.8%
Other values (164)	1223	36.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1813	54.4%
0.11	2	0.1%
0.12	3	0.1%
0.13	5	0.2%
0.14	7	0.2%
0.15	5	0.2%
0.16	9	0.3%
0.17	10	0.3%
0.18	7	0.2%
0.19	12	0.4%

Value	Count	Frequency (%)
5.4	1	< 0.1%
4.75	1	< 0.1%
4.73	1	< 0.1%
4.64	1	< 0.1%
4.59	1	< 0.1%
4.56	3	0.1%
4.48	1	< 0.1%
4.46	2	0.1%
4.43	2	0.1%
4.4	1	< 0.1%

CustServCalls
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5628563

Minimum	0
Maximum	9
Zeros	697
Zeros (%)	20.9%
Negative	0
Negative (%)	0.0%
Memory size	26.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.315491
Coefficient of variation (CV)	0.84172234
Kurtosis	1.7309137
Mean	1.5628563
Median Absolute Deviation (MAD)	1
Skewness	1.0913595
Sum	5209
Variance	1.7305167
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	1181	35.4%
2	759	22.8%
0	697	20.9%
3	429	12.9%
4	166	5.0%
5	66	2.0%
6	22	0.7%
7	9	0.3%
9	2	0.1%
8	2	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	697	20.9%
1	1181	35.4%
2	759	22.8%
3	429	12.9%
4	166	5.0%
5	66	2.0%
6	22	0.7%
7	9	0.3%
8	2	0.1%
9	2	0.1%

Value	Count	Frequency (%)
9	2	0.1%
8	2	0.1%
7	9	0.3%
6	22	0.7%
5	66	2.0%
4	166	5.0%
3	429	12.9%
2	759	22.8%
1	1181	35.4%
0	697	20.9%

DayMins
Real number (ℝ)

HIGH CORRELATION

Distinct	1667
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	179.7751

Minimum	0
Maximum	350.8
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	26.2 KiB

Quantile statistics

Minimum	0
5-th percentile	89.92
Q1	143.7
median	179.4
Q3	216.4
95-th percentile	270.74
Maximum	350.8
Range	350.8
Interquartile range (IQR)	72.7

Descriptive statistics

Standard deviation	54.467389
Coefficient of variation (CV)	0.30297516
Kurtosis	-0.019940379
Mean	179.7751
Median Absolute Deviation (MAD)	36.3
Skewness	-0.029077067
Sum	599190.4
Variance	2966.6965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
154	8	0.2%
159.5	8	0.2%
174.5	8	0.2%
183.4	7	0.2%
175.4	7	0.2%
162.3	7	0.2%
178.7	6	0.2%
194.8	6	0.2%
189.3	6	0.2%
146.3	6	0.2%
Other values (1657)	3264	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.1%
2.6	1	< 0.1%
7.8	1	< 0.1%
7.9	1	< 0.1%
12.5	1	< 0.1%
17.6	1	< 0.1%
18.9	1	< 0.1%
19.5	1	< 0.1%
25.9	1	< 0.1%
27	1	< 0.1%

Value	Count	Frequency (%)
350.8	1	< 0.1%
346.8	1	< 0.1%
345.3	1	< 0.1%
337.4	1	< 0.1%
335.5	1	< 0.1%
334.3	1	< 0.1%
332.9	1	< 0.1%
329.8	1	< 0.1%
328.1	1	< 0.1%
326.5	1	< 0.1%

DayCalls
Real number (ℝ)

Distinct	119
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	100.43564

Minimum	0
Maximum	165
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	26.2 KiB

Quantile statistics

Minimum	0
5-th percentile	67
Q1	87
median	101
Q3	114
95-th percentile	133
Maximum	165
Range	165
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	20.069084
Coefficient of variation (CV)	0.19982034
Kurtosis	0.24318152
Mean	100.43564
Median Absolute Deviation (MAD)	13
Skewness	-0.11178664
Sum	334752
Variance	402.76814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
102	78	2.3%
105	75	2.3%
95	69	2.1%
107	69	2.1%
104	68	2.0%
108	67	2.0%
97	67	2.0%
106	66	2.0%
112	66	2.0%
110	66	2.0%
Other values (109)	2642	79.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.1%
30	1	< 0.1%
35	1	< 0.1%
36	1	< 0.1%
40	2	0.1%
42	2	0.1%
44	3	0.1%
45	3	0.1%
47	2	0.1%
48	3	0.1%

Value	Count	Frequency (%)
165	1	< 0.1%
163	1	< 0.1%
160	1	< 0.1%
158	3	0.1%
157	1	< 0.1%
156	1	< 0.1%
152	1	< 0.1%
151	5	0.2%
150	6	0.2%
149	1	< 0.1%

MonthlyCharge
Real number (ℝ)

HIGH CORRELATION

Distinct	627
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.305161

Minimum	14
Maximum	111.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	26.2 KiB

Quantile statistics

Minimum	14
5-th percentile	33.26
Q1	45
median	53.5
Q3	66.2
95-th percentile	87.8
Maximum	111.3
Range	97.3
Interquartile range (IQR)	21.2

Descriptive statistics

Standard deviation	16.426032
Coefficient of variation (CV)	0.29173226
Kurtosis	-0.016808073
Mean	56.305161
Median Absolute Deviation (MAD)	10.5
Skewness	0.5944978
Sum	187665.1
Variance	269.81452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	84	2.5%
46	75	2.3%
45	74	2.2%
49	73	2.2%
54	72	2.2%
51	71	2.1%
48	68	2.0%
53	66	2.0%
47	65	2.0%
44	62	1.9%
Other values (617)	2623	78.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	< 0.1%
15.7	1	< 0.1%
16	2	0.1%
17	1	< 0.1%
19	1	< 0.1%
20	2	0.1%
20.1	1	< 0.1%
21	2	0.1%
22	5	0.2%
22.8	1	< 0.1%

Value	Count	Frequency (%)
111.3	1	< 0.1%
110	2	0.1%
108.7	1	< 0.1%
108.6	1	< 0.1%
108.3	1	< 0.1%
106.9	1	< 0.1%
105.6	1	< 0.1%
105.2	1	< 0.1%
104.9	1	< 0.1%
104.7	1	< 0.1%

OverageFee
Real number (ℝ)

Distinct	1024
Distinct (%)	30.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.051488

Minimum	0
Maximum	18.19
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	26.2 KiB

Quantile statistics

Minimum	0
5-th percentile	5.94
Q1	8.33
median	10.07
Q3	11.77
95-th percentile	14.22
Maximum	18.19
Range	18.19
Interquartile range (IQR)	3.44

Descriptive statistics

Standard deviation	2.5357119
Coefficient of variation (CV)	0.25227229
Kurtosis	0.025699267
Mean	10.051488
Median Absolute Deviation (MAD)	1.72
Skewness	-0.023845341
Sum	33501.61
Variance	6.4298349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.5	13	0.4%
10.19	11	0.3%
8.36	11	0.3%
8.09	11	0.3%
8.39	10	0.3%
10.59	10	0.3%
10.05	10	0.3%
10.47	10	0.3%
10.26	10	0.3%
8.8	10	0.3%
Other values (1014)	3227	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.56	1	< 0.1%
2.11	1	< 0.1%
2.13	1	< 0.1%
2.2	1	< 0.1%
2.41	1	< 0.1%
2.46	1	< 0.1%
2.65	1	< 0.1%
2.8	1	< 0.1%
2.93	1	< 0.1%

Value	Count	Frequency (%)
18.19	1	< 0.1%
18.09	1	< 0.1%
17.71	1	< 0.1%
17.58	1	< 0.1%
17.55	1	< 0.1%
17.53	1	< 0.1%
17.43	1	< 0.1%
17.37	1	< 0.1%
17.07	1	< 0.1%
17	1	< 0.1%

RoamMins
Real number (ℝ)

Distinct	162
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.237294

Minimum	0
Maximum	20
Zeros	18
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	26.2 KiB

Quantile statistics

Minimum	0
5-th percentile	5.7
Q1	8.5
median	10.3
Q3	12.1
95-th percentile	14.7
Maximum	20
Range	20
Interquartile range (IQR)	3.6

Descriptive statistics

Standard deviation	2.7918395
Coefficient of variation (CV)	0.27271265
Kurtosis	0.60918476
Mean	10.237294
Median Absolute Deviation (MAD)	1.8
Skewness	-0.24513594
Sum	34120.9
Variance	7.7943681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	62	1.9%
11.3	59	1.8%
9.8	56	1.7%
10.9	56	1.7%
10.1	53	1.6%
10.6	53	1.6%
10.2	53	1.6%
11	52	1.6%
11.1	52	1.6%
9.7	51	1.5%
Other values (152)	2786	83.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	0.5%
1.1	1	< 0.1%
1.3	1	< 0.1%
2	2	0.1%
2.1	2	0.1%
2.2	1	< 0.1%
2.4	1	< 0.1%
2.5	1	< 0.1%
2.6	1	< 0.1%
2.7	1	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
18.9	1	< 0.1%
18.4	1	< 0.1%
18.3	1	< 0.1%
18.2	2	0.1%
18	3	0.1%
17.9	1	< 0.1%
17.8	2	0.1%
17.6	2	0.1%
17.5	3	0.1%

Churn
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	26.2 KiB

0	2850
1	483

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3333
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2850	85.5%
1	483	14.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2850	85.5%
1	483	14.5%

Most occurring characters

Value	Count	Frequency (%)
0	2850	85.5%
1	483	14.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3333	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2850	85.5%
1	483	14.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	3333	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2850	85.5%
1	483	14.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3333	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2850	85.5%
1	483	14.5%

Auto

Heatmap
Table

	AccountWeeks	Churn	ContractRenewal	CustServCalls	DataPlan	DataUsage	DayCalls	DayMins	MonthlyCharge	OverageFee	RoamMins
AccountWeeks	1.000	0.000	0.015	-0.006	0.000	0.017	0.033	0.018	0.012	-0.008	0.015
Churn	0.000	1.000	0.258	0.316	0.100	0.108	0.048	0.355	0.294	0.080	0.056
ContractRenewal	0.015	0.258	1.000	0.043	0.000	0.053	0.038	0.068	0.064	0.036	0.025
CustServCalls	-0.006	0.316	0.043	1.000	0.018	-0.018	-0.021	-0.015	-0.025	-0.018	-0.017
DataPlan	0.000	0.100	0.000	0.018	1.000	0.996	0.000	0.033	0.788	0.018	0.000
DataUsage	0.017	0.108	0.053	-0.018	0.996	1.000	-0.019	-0.004	0.646	0.011	0.077
DayCalls	0.033	0.048	0.038	-0.021	0.000	-0.019	1.000	0.009	-0.009	-0.014	0.015
DayMins	0.018	0.355	0.068	-0.015	0.033	-0.004	0.009	1.000	0.599	0.006	-0.016
MonthlyCharge	0.012	0.294	0.064	-0.025	0.788	0.646	-0.009	0.599	1.000	0.289	0.056
OverageFee	-0.008	0.080	0.036	-0.018	0.018	0.011	-0.014	0.006	0.289	1.000	-0.003
RoamMins	0.015	0.056	0.025	-0.017	0.000	0.077	0.015	-0.016	0.056	-0.003	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	AccountWeeks	ContractRenewal	DataPlan	DataUsage	CustServCalls	DayMins	DayCalls	MonthlyCharge	OverageFee	RoamMins
0	128	1	1	2.70	1	265.1	110	89.0	9.87	10.0
1	107	1	1	3.70	1	161.6	123	82.0	9.78	13.7
2	137	1	0	0.00	0	243.4	114	52.0	6.06	12.2
3	84	0	0	0.00	2	299.4	71	57.0	3.10	6.6
4	75	0	0	0.00	3	166.7	113	41.0	7.42	10.1
5	118	0	0	0.00	0	223.4	98	57.0	11.03	6.3
6	121	1	1	2.03	3	218.2	88	87.3	17.43	7.5
7	147	0	0	0.00	0	157.0	79	36.0	5.16	7.1
8	117	1	0	0.19	1	184.5	97	63.9	17.58	8.7
9	141	0	1	3.02	0	258.6	84	93.2	11.10	11.2

	AccountWeeks	ContractRenewal	DataPlan	DataUsage	CustServCalls	DayMins	DayCalls	MonthlyCharge	OverageFee	RoamMins	Churn
3323	117	1	0	0.39	5	118.4	126	45.9	12.47	13.6	1
3324	159	1	0	0.00	1	169.8	114	46.0	9.89	11.6	0
3325	78	1	0	0.23	2	193.4	99	45.3	5.85	9.3	0
3326	96	1	0	0.36	1	106.6	128	46.6	14.24	14.9	0
3327	79	1	0	0.00	2	134.7	98	40.0	9.49	11.8	0
3328	192	1	1	2.67	2	156.2	77	71.7	10.78	9.9	0
3329	68	1	0	0.34	3	231.1	57	56.4	7.67	9.6	0
3330	28	1	0	0.00	2	180.8	109	56.0	14.44	14.1	0
3331	184	0	0	0.00	2	213.8	105	50.0	7.98	5.0	0
3332	74	1	1	3.70	0	234.4	113	100.0	13.30	13.7	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample